Superhuman AI Achievements and Fails

Friday  12 July  2019  10:30 AM    Friday  12 July  2019 12:30 PM
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Last update 13/07/2019
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We meet every Friday for a peer-to-peer discussion of a pre-selected machine learning research paper. The paper and discussion is in English. Tuesdays we meet to discuss applied topics.

The following will be frequently updated.

Discussion:

1. Are human brains the most complex entity in the known universe?

2. What are the most amazing and disappointing developments in AI?

3. Is it possible for a human to achieve super-human status?

4. How have the "limitations of AI" changes over the last decades?

Resources:

1. When will the First Machine become Superintelligent? https://medium.com/ai-revolution/when-will-the-first-machine-become-superintelligent-ae5a6f128503

2. How Long Before Superintelligence (historical 1997 to 2008): https://nickbostrom.com/superintelligence.html

3. On Multi-Agent Learning in Team Sports Games: https://arxiv.org/abs/1906.10124

4. Building Safer AGI by introducing Artificial Stupidity: https://arxiv.org/abs/1808.03644

5. The Entropy of Artificial Intelligence and a Case Study of AlphaZero from Shannon's Perspective: https://arxiv.org/abs/1812.05794

6. Neural Episodic Control: https://arxiv.org/abs/1703.01988https://ai.facebook.com/blog/pluribus-first-ai-to-beat-pros-in-6-player-poker

7. Facebook, Carnegie Mellon build first AI that beats pros in 6-player poker: https://ai.facebook.com/blog/pluribus-first-ai-to-beat-pros-in-6-player-poker

8. Superhuman AI for multiplayer poker: https://science.sciencemag.org/content/early/2019/07/10/science.aay2400/tab-pdf

9. A.I. (long read from 1981): https://www.newyorker.com/magazine/1981/12/14/a-i

10. 10 Things Artificial Intelligence Can't Do: https://www.linkedin.com/pulse/10-things-artificial-intelligence-cant-do-james-tagg/

Wikipedia:

1. Superintelligence: https://en.wikipedia.org/wiki/Superintelligence

2. Progress in Artificial Intelligence: https://en.wikipedia.org/wiki/Progress_in_artificial_intelligence

Youtube:

1. DeepMind's AI Learns Superhuman Relational Reasoning | Two Minute Papers #168: https://www.youtube.com/watchv=vzg5Qe0pTKk

2. What superhuman poker bots can teach us about decision making | Adam Kucharski | TEDxLiverpool: https://www.youtube.com/watchv=H5RA3NIDuDY

3. DeepMind Has A Superhuman Level Quake 3 AI Team: https://www.youtube.com/watchv=MvFABFWPBrw

4. The wonderful and terrifying implications of computers that can learn (Jeremy Howard): https://www.youtube.com/watchv=t4kyRyKyOpo

5. No Such Thing As Artificial Intelligence (Two Minute Papers): https://www.youtube.com/watchv=OV3Xcv42JSw

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